Pelkmans, Lucas

Multiplexed protein maps link subcellular organization to cellular states

Gut, G., Herrmann, M. D., & Pelkmans, L. (2018) · Science

Advanced Fluorescence Microscopy TechniquesCell Image Analysis Techniques

Cited by 510

Control of Transcript Variability in Single Mammalian Cells

Battich, N., Stoeger, T., & Pelkmans, L. (2015) · Cell

Single-cell and spatial transcriptomicsGene Regulatory Network Analysis

Cited by 324

Learning single-cell perturbation responses using neural optimal transport

Bunne, C., Stark, S. G., Gut, G., del Castillo, J. S., Levesque, M., Lehmann, K.-V., Pelkmans, L., Krause, A., & Rätsch, G. (2023) · Nature Methods

Single-cell and spatial transcriptomicsGene Regulatory Network Analysis

Cited by 202

Large-scale image-based profiling of single-cell phenotypes in arrayed CRISPR-Cas9 gene perturbation screens

de Groot, R., Lüthi, J., Lindsay, H., Holtackers, R., & Pelkmans, L. (2018) · Molecular Systems Biology

CRISPR and Genetic EngineeringCell Image Analysis Techniques

Cited by 74

KCML: a machine-learning framework for inference of multi-scale gene functions from genetic perturbation screens

Sailem, H. Z., Rittscher, J., & Pelkmans, L. (2020) · Molecular Systems Biology

Bioinformatics and Genomic NetworksGene Regulatory Network Analysis

Cited by 16